Zenglin Shi

PhD Candidate
Intelligent Sensory Information Systems
Informatics Institute
University of Amsterdam

Email: zenglin dot shi at uva dot nl

[Github]

About Me

I am currently a PhD candidate at University of Amsterdam under the supervision of Prof. Cees Snoek

Previously, I received my bachelor's degree and master's degree in School of Information Engineering, Zhengzhou University under the supervision of Prof. Yangdong Ye in 2014 and 2017, respectively. I have been paying a lot of attentions and made a great effort on Computer Vision, Medical Image Analysis and Deep Learning ever since matser. I have studied some interesting projects such as image recognition, crowd counting, person re-identification, whole heart segmentation and MR-CT synthesis, and have yielded some results. Currently, I'm working on video-based activity related projects.

Publications

[Selected Journal Papers]

Multiscale Multitask Deep NetVLAD for Crowd Counting
Zenglin Shi, Le Zhang, Yibo Sun and Yandong Ye
IEEE Transactions on Industrial Informatics, 2018, 14:4953 - 4962. [pdf] [code]

Rank-based Pooling for Deep Convolutional Neural Networks
Zenglin Shi, Yangdong Ye and Yunpeng Wu
Neural Networks, 2016, 83: 21-31. [pdf] [code]

Multidimensional Balance-Based Cluster Boundary Detection for High-Dimensional Data
Xiaofeng Cao, Baozhi Qiu, Xiangli Li, Zenglin Shi, Guandong Xu, Jianliang Xu
IEEE Transactions on Neural Networks and Learning Systems, 2018.

Collective Density Clustering for Coherent Motion Detection
Yunpeng Wu, Yangdong Ye, Chenyang Zhao and Zenglin Shi
IEEE Transactions on MultiMedia, 2018, 20:1418 - 1431.

[Selected Conference Papers]

Crowd Counting with Deep Negative Correlation Learning
Zenglin Shi, Le Zhang, Xiaofeng Cao, Yun Liu, Yandong Ye and Guoyan Zheng
CVPR, 2018. [pdf] [code]

Bayesian VoxDRN: A Probabilistic Deep Voxelwise Dilated Residual Network for WholeHeart Segmentation from 3D MR Images
Zenglin Shi, Guodong Zeng, Le Zhang, Xiahai Zhuang, Lei Li, Guang Yang, and Guoyan Zheng
MICCAI, 2018. [pdf]

Research Experience

Institute for Surgical Technology and Biomechanics, University of Bern, Switzerland
Research Assistant | 2017.11-2018.6

XjeraLabs Pte Ltd, Singpore
Research Assistant | 2017.9-2017.11

ADSC (Singapore-based research center of UIUC), Singapore
Research Assistant | 2017.6-2017.9